Jie Shen, Yufan Guan, Supraja Gururaj, Kai Zhang, Qian Song, Xin Liu, Harry D Bear, Bernard F Fuemmeler, Roger T Anderson, Hua Zhao
{"title":"邻里不利、建成环境和乳腺癌结局:肿瘤侵袭性和生存的差异。","authors":"Jie Shen, Yufan Guan, Supraja Gururaj, Kai Zhang, Qian Song, Xin Liu, Harry D Bear, Bernard F Fuemmeler, Roger T Anderson, Hua Zhao","doi":"10.3390/cancers17091502","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Breast cancer disparities persist globally, with growing evidence implicating neighborhood and built environmental factors in disease outcomes.</p><p><strong>Methods: </strong>This study investigates the associations between neighborhood disadvantage, environmental exposures, and breast tumor characteristics and survival among 3041 stage I-III breast cancer patients treated at the University of Virginia Comprehensive Cancer Center (2014-2024). Neighborhood disadvantage was assessed via the Area Deprivation Index (ADI), while environmental exposures included PM2.5, green space (NDVI), and food indices (modified retail food environment index (mRFEI), retail food activity index (RFAI)). Multivariable regression and Cox models adjusted for demographic, socioeconomic, and clinical covariates were employed.</p><p><strong>Results: </strong>A higher ADI score was associated with aggressive tumor characteristics, including advanced stage (Odds Ratio (OR) = 1.06, 95% Confidence Interval (CI):1.01-1.11), poor differentiation (OR = 1.07, 1.01-1.15), ER-negative status (OR = 1.06, 1.01-1.12), and triple-negative breast cancer (TNBC) (OR = 1.08, 1.02-1.16), as well as younger diagnosis age (β = -0.22, -0.36 to -0.09). PM2.5 exposure was correlated with advanced tumor stage (OR = 1.24, 1.09-1.40 for stage III) but paradoxically predicted improved survival (Hazard Ratio (HR) = 0.71, 0.63-0.82). The food environment indices showed subtype-specific survival benefits: higher mRFEI and RFAI scores were linked to reduced mortality in ER-negative (HR = 0.45, 0.23-0.85 and HR = 0.61, 0.38-0.97) and TNBC (HR = 0.40, 0.18-0.90 and HR = 0.48, 0.26-0.87) patients. NDVI scores exhibited no significant associations.</p><p><strong>Conclusion: </strong>Our findings underscore the dual role of neighborhood disadvantage and the built environmental in breast cancer outcomes. While neighborhood disadvantage and PM2.5 exposure elevate tumor aggressiveness, survival disparities may be mediated by other factors. Improved food environments may enhance survival in aggressive subtypes, highlighting the need for integrated interventions addressing socioeconomic inequities, environmental risks, and nutritional support needs.</p>","PeriodicalId":9681,"journal":{"name":"Cancers","volume":"17 9","pages":""},"PeriodicalIF":4.5000,"publicationDate":"2025-04-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12070865/pdf/","citationCount":"0","resultStr":"{\"title\":\"Neighborhood Disadvantage, Built Environment, and Breast Cancer Outcomes: Disparities in Tumor Aggressiveness and Survival.\",\"authors\":\"Jie Shen, Yufan Guan, Supraja Gururaj, Kai Zhang, Qian Song, Xin Liu, Harry D Bear, Bernard F Fuemmeler, Roger T Anderson, Hua Zhao\",\"doi\":\"10.3390/cancers17091502\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Breast cancer disparities persist globally, with growing evidence implicating neighborhood and built environmental factors in disease outcomes.</p><p><strong>Methods: </strong>This study investigates the associations between neighborhood disadvantage, environmental exposures, and breast tumor characteristics and survival among 3041 stage I-III breast cancer patients treated at the University of Virginia Comprehensive Cancer Center (2014-2024). Neighborhood disadvantage was assessed via the Area Deprivation Index (ADI), while environmental exposures included PM2.5, green space (NDVI), and food indices (modified retail food environment index (mRFEI), retail food activity index (RFAI)). Multivariable regression and Cox models adjusted for demographic, socioeconomic, and clinical covariates were employed.</p><p><strong>Results: </strong>A higher ADI score was associated with aggressive tumor characteristics, including advanced stage (Odds Ratio (OR) = 1.06, 95% Confidence Interval (CI):1.01-1.11), poor differentiation (OR = 1.07, 1.01-1.15), ER-negative status (OR = 1.06, 1.01-1.12), and triple-negative breast cancer (TNBC) (OR = 1.08, 1.02-1.16), as well as younger diagnosis age (β = -0.22, -0.36 to -0.09). PM2.5 exposure was correlated with advanced tumor stage (OR = 1.24, 1.09-1.40 for stage III) but paradoxically predicted improved survival (Hazard Ratio (HR) = 0.71, 0.63-0.82). The food environment indices showed subtype-specific survival benefits: higher mRFEI and RFAI scores were linked to reduced mortality in ER-negative (HR = 0.45, 0.23-0.85 and HR = 0.61, 0.38-0.97) and TNBC (HR = 0.40, 0.18-0.90 and HR = 0.48, 0.26-0.87) patients. NDVI scores exhibited no significant associations.</p><p><strong>Conclusion: </strong>Our findings underscore the dual role of neighborhood disadvantage and the built environmental in breast cancer outcomes. While neighborhood disadvantage and PM2.5 exposure elevate tumor aggressiveness, survival disparities may be mediated by other factors. Improved food environments may enhance survival in aggressive subtypes, highlighting the need for integrated interventions addressing socioeconomic inequities, environmental risks, and nutritional support needs.</p>\",\"PeriodicalId\":9681,\"journal\":{\"name\":\"Cancers\",\"volume\":\"17 9\",\"pages\":\"\"},\"PeriodicalIF\":4.5000,\"publicationDate\":\"2025-04-29\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12070865/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Cancers\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.3390/cancers17091502\",\"RegionNum\":2,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ONCOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Cancers","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.3390/cancers17091502","RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ONCOLOGY","Score":null,"Total":0}
Neighborhood Disadvantage, Built Environment, and Breast Cancer Outcomes: Disparities in Tumor Aggressiveness and Survival.
Background: Breast cancer disparities persist globally, with growing evidence implicating neighborhood and built environmental factors in disease outcomes.
Methods: This study investigates the associations between neighborhood disadvantage, environmental exposures, and breast tumor characteristics and survival among 3041 stage I-III breast cancer patients treated at the University of Virginia Comprehensive Cancer Center (2014-2024). Neighborhood disadvantage was assessed via the Area Deprivation Index (ADI), while environmental exposures included PM2.5, green space (NDVI), and food indices (modified retail food environment index (mRFEI), retail food activity index (RFAI)). Multivariable regression and Cox models adjusted for demographic, socioeconomic, and clinical covariates were employed.
Results: A higher ADI score was associated with aggressive tumor characteristics, including advanced stage (Odds Ratio (OR) = 1.06, 95% Confidence Interval (CI):1.01-1.11), poor differentiation (OR = 1.07, 1.01-1.15), ER-negative status (OR = 1.06, 1.01-1.12), and triple-negative breast cancer (TNBC) (OR = 1.08, 1.02-1.16), as well as younger diagnosis age (β = -0.22, -0.36 to -0.09). PM2.5 exposure was correlated with advanced tumor stage (OR = 1.24, 1.09-1.40 for stage III) but paradoxically predicted improved survival (Hazard Ratio (HR) = 0.71, 0.63-0.82). The food environment indices showed subtype-specific survival benefits: higher mRFEI and RFAI scores were linked to reduced mortality in ER-negative (HR = 0.45, 0.23-0.85 and HR = 0.61, 0.38-0.97) and TNBC (HR = 0.40, 0.18-0.90 and HR = 0.48, 0.26-0.87) patients. NDVI scores exhibited no significant associations.
Conclusion: Our findings underscore the dual role of neighborhood disadvantage and the built environmental in breast cancer outcomes. While neighborhood disadvantage and PM2.5 exposure elevate tumor aggressiveness, survival disparities may be mediated by other factors. Improved food environments may enhance survival in aggressive subtypes, highlighting the need for integrated interventions addressing socioeconomic inequities, environmental risks, and nutritional support needs.
期刊介绍:
Cancers (ISSN 2072-6694) is an international, peer-reviewed open access journal on oncology. It publishes reviews, regular research papers and short communications. Our aim is to encourage scientists to publish their experimental and theoretical results in as much detail as possible. There is no restriction on the length of the papers. The full experimental details must be provided so that the results can be reproduced.